Philippe Donnat

Putting Self-Supervised Token Embedding on the Tables

Gautier Marti, Marc Szafraniec, Philippe Donnat, 2017, 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA).

A Review of Two Decades of Correlations, Hierarchies, Networks and Clustering in Financial Markets

Frank Nielsen, Gautier Marti, Philippe Donnat, 2017, Signals and Communication Technology.

On Clustering Financial Time Series: A Need for Distances Between Dependent Random Variables

Frank Nielsen, Gautier Marti, Philippe Donnat, 2016, 1603.07822.

Toward a generic representation of random variables for machine learning

Gautier Marti, Philippe Donnat, Philippe Very, 2015, Pattern Recognit. Lett..

A Proposal of a Methodological Framework with Experimental Guidelines to Investigate Clustering Stability on Financial Time Series

Frank Nielsen, Gautier Marti, Philippe Donnat, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Autoregressive Convolutional Neural Networks for Asynchronous Time Series pdf

Gautier Marti, Philippe Donnat, Mikolaj Binkowski, 2017, ICML.

Clustering Financial Time Series: How Long Is Enough?

Frank Nielsen, Gautier Marti, Philippe Donnat, 2016, IJCAI.

HCMapper: An interactive visualization tool to compare partition-based flat clustering extracted from pairs of dendrograms pdf

Frank Nielsen, Gautier Marti, Philippe Donnat, 2015, ArXiv.

Hawkes processes for credit indices time series analysis: How random are trades arrival times?

Achraf Bahamou, M. Doumergue, P. Donnat, 2019, 1902.03714.

Toward a generic representation of random variables for machine learning

P. Very, Gautier Marti, Philippe Donnat, 2015, Pattern Recognit. Lett..